Abstract
In this paper we present a meta strategy that combines two negotiation tactics. The first one based on concessions, and the second one, a trade-off tactic. The goal of this work is to demonstrate by experimental analysis that the combination of different negotiation tactics allows agents to improve the negotiation process and as a result, to obtain more satisfactory agreements. The scenario proposed is based on two agents, a buyer and a seller, which negotiate over four issues. The paper presents the results and analysis of the meta strategy’s behaviour.
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P. Faratin C. Sierra N.R. Jennings (1998) ArticleTitleNegotiation decision functions for autonomous agents Robotics and Autonomous Systems 24 159–182 Occurrence Handle10.1016/S0921-8890(98)00029-3
Faratin, P., Sierra, C., & Jennings, N. R. (2000). Using similarity criteria to make negotiation trade-offs. Proceedings of the 4th. International Conference on Multi-Agent Systems (pp. 119–126). Boston, USA.
P. Faratin C. Sierra N.R. Jennings (2002) ArticleTitleUsing similarity criteria to make issue trade-offs in automated negotiations Artificial Intelligence 142 205–237 Occurrence Handle10.1016/S0004-3702(02)00290-4 Occurrence Handle1948205
Fatima, S., Wooldridge, M., & Jennings, N. R. (2001). Optimal negotiation strategies for agents with incomplete information. In Proceedings 8th International Workshop on Agent Theories, Architectures and Languages (ATAL) (pp. 53–68). Seattle, USA.
N.R. Jennings P. Faratin A.R. Lomuscio S. Parsons C. Sierra M. Wooldrige (2001) ArticleTitleAutomated negotiation: prospects, methods and challenges International Journal of Group Decision and Negotiation 10 IssueID2 199–215
Li, C., Giampapa, J., & Sycara, K. (2003). A review of research literature on bilateral negotiations. In Tech. report CMU-RI-TR-03-41, Robotics Institute, Carnegie Mellon University, November.
Li, C., Giampapa, J., & Sycara, K. (2004). Bilateral negotiation decisions with uncertain dynamic outside options. In The First IEEE International Workshop on Electronic Contracting, IEEE Computer Society (pp. 54–61). Los Alamitos, California (USA).
F. Lopes N. Mamede A.Q. Novais H. Coelho (2002) ArticleTitleA negotiation model for autonomous computational agents: Formal description and empirical evaluation Journal of Intelligent and Fuzzy Systems 12 195–212
N. Matos C. Sierra (1999) ArticleTitleEvolutionary computing and negotiation agents Agent Mediated Electronic Commerce 1571 126–150
Mudgal, C., & Vassileva, J. (2000). Bilateral negotiation with incomplete and uncertain information: a decision-theoretic approach using a model of the opponent. In Proceedings of the 4th International Workshop on Cooperative Information Agents IV, The Future of Information Agents in Cyberspace (pp. 107–118).
Noriega, P., & Sierra, C. (1998). Agent-mediated integrative negotiation for retail electronic commerce. In Agent Mediated Electronic Commerce (pp. 70–90). Minneapolis, Minnesota, May.
S. Parsons C. Sierra N.R. Jennings (1998) ArticleTitleAgents that reason and negotiate by arguing Journal of Logic and Computation 8 IssueID3 261–192 Occurrence Handle10.1093/logcom/8.3.261 Occurrence Handle99d:68222
Sandholm, T., & Vulkan, N. (1999). Bargaining with Deadlines. In Proceedings of the National Conference on Artificial Intelligence (AAAI) (pp. 44–51). Orlando, FL.
F. Teuteberg (2003) ArticleTitleExperimental evaluation of a model for multilateral negotiation with fuzzy preferences on an agent-based marketplace Electronic Markets 13 IssueID1 21–32
D. Zeng K. Sycara (1998) ArticleTitleBayesian learning in negotiation International Journal of Human-Computer Studies 48 125–141 Occurrence Handle10.1006/ijhc.1997.0164
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Ros, R., Sierra, C. A Negotiation Meta Strategy Combining Trade-off and Concession Moves. Auton Agent Multi-Agent Syst 12, 163–181 (2006). https://doi.org/10.1007/s10458-006-5837-z
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DOI: https://doi.org/10.1007/s10458-006-5837-z